1,642 of these skill files have been read, by 1,048 distinct authors, and what they tell an agent counted. What Review & quality authors agree on, and what they forbid

• 8701

  Git repository cloning and fork management

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/git-repository-cloning-and-fork-management · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8702

  Mapping agreement cross tool validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/mapping-agreement-cross-tool-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8703

  Matrix equivalence validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/matrix-equivalence-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8704

  Overdispersion estimation validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/overdispersion-estimation-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8705

  Pathway cell type association validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/pathway-cell-type-association-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8706

  Python data structure verification

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/python-data-structure-verification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8707

  Rna seq quantification validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/rna-seq-quantification-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8708

  Salmon quantification output verification

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/salmon-quantification-output-verification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8709

  Sam record parsing and validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/sam-record-parsing-and-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8710

  Sparse matrix verification and validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/sparse-matrix-verification-and-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8711

  Spatial enrichment score validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/spatial-enrichment-score-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8712

  Spatial neighbor graph properties validation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/spatial-neighbor-graph-properties-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8713

  Numeric array round trip validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/numeric-array-round-trip-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8714

  Acquisition mode enumeration and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/acquisition-mode-enumeration-and-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8715

  In silico fragmentation simulation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/in-silico-fragmentation-simulation-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8716

  Marker feature identification and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/marker-feature-identification-and-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8717

  Metabolomics tool deployment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/metabolomics-tool-deployment · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8718

  Chemical identifier verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/chemical-identifier-verification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8719

  File path resolution and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/file-path-resolution-and-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8720

  Library object validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/library-object-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8721

  Marker feature identification and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/marker-feature-identification-and-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8722

  Mass spectral data validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/mass-spectral-data-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8723

  Mass spectrometry scoring method validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/mass-spectrometry-scoring-method-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8724

  Molecular identifier completeness verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/molecular-identifier-completeness-verification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8725

  Ms peak table format validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/ms-peak-table-format-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8726

  Network topology validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/network-topology-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8727

  Overlapped peak deconvolution validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/overlapped-peak-deconvolution-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8728

  R object inspection and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/r-object-inspection-and-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8729

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/software-architecture-documentation-review · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8730

  Spectral adduct ionmode validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/spectral-adduct-ionmode-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8731

  Spectral library matching validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/spectral-library-matching-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8732

  Structural similarity ground truth validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/structural-similarity-ground-truth-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8733

  Train validation test split management

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/train-validation-test-split-management · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8734

  Binary data integrity verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/binary-data-integrity-verification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8735

  Collision cross section model validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/collision-cross-section-model-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8736

  Data format validation and integrity checking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/data-format-validation-and-integrity-checking · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8737

  File format conversion validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/file-format-conversion-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8738

  Hdf5 output validation verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/hdf5-output-validation-verification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8739

  Hdf5 schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/hdf5-schema-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8740

  Ion mobility calibration validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/ion-mobility-calibration-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8741

  Isotopic signature validation and filtering

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/isotopic-signature-validation-and-filtering · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8742

  Signal noise ratio improvement validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/signal-noise-ratio-improvement-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8743

  Software architecture documentation review

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/software-architecture-documentation-review · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8744

  Aird format conversion and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/aird-format-conversion-and-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8745

  Assay ratio computation verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/assay-ratio-computation-verification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8746

  Attention mechanism validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/attention-mechanism-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8747

  Batch corrected feature table validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/batch-corrected-feature-table-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8748

  Batch generation and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/batch-generation-and-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8749

  Checkpoint selection based on validation metric

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/checkpoint-selection-based-on-validation-metric · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8750

  Chemical classification scheme validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chemical-classification-scheme-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8751

  Chemical valence constraint validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/chemical-valence-constraint-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8752

  Classification algorithm tuning validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/classification-algorithm-tuning-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8753

  Collision cross section model validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/collision-cross-section-model-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8754

  Compound count verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/compound-count-verification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8755

  Compound identification validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/compound-identification-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8756

  Configuration file validation dynaconf

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/configuration-file-validation-dynaconf · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8757

  Corpus preparation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/corpus-preparation-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8758

  Cross language function invocation and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cross-language-function-invocation-and-validation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8759

  Cross validation workflow execution

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/cross-validation-workflow-execution · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 8760

  Dashboard session initialization verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/dashboard-session-initialization-verification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder